Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9516908 0.9263578 0.9954542 0.9694826
bt 0.9138486 0.9472650 0.9753610 0.8834894
maxnet 0.6191626 0.9545484 0.7610496 0.4423039
gam NA NA NA 0.4478881
glm NA NA NA 0.4285247

Variable Importance